简历:
个人主页:http://www.crise.ia.ac.cn/teachers_view.aspx?TypeId=141&Id=483&Fid=t26:141:26
联系方式:
电子邮件:qyyin@nlpr.ia.ac.cn
通信地址:北京市海淀区中关村东路95号智能化大厦406
邮政编码:100190
个人简介:
尹奇跃,副研究员。2012年获哈尔滨工程大学学士学位,2017年获中国科学院自动化研究所博士学位。研究方向为数据挖掘、机器学习、人工智能与博弈对抗。目前已经在相关领域期刊与会议发表20余篇文章,包括IEEE TNNLS、IEEE TIP、PR、CIKM等。担任IEEE TCYB、IEEE TNNLS、IEEE TIFS、IEEE TIP、PR等审稿人。相关技术曾获得2018年AIIDE星际争霸AI挑战赛季军。
研究领域:
博弈决策
机器学习
所获奖励:
2018年,AIIDE星际争霸AI全球挑战赛第三名
2017年,AIIDE星际争霸AI全球挑战赛第四名
2018年,CCF-滴滴盖亚青年学者科研基金
代表论著:
1. Qiyue Yin, Junge Zhang, Shu Wu, Hexi Li. Multi-view clustering via joint feature selection and partially constrained cluster label learning. Pattern Recognit. 93: 380-391 (2019).
2. Qiyue Yin, Shu Wu, Liang Wang. Multiview clustering via unified and view-specific embeddings learning. IEEE Trans. Neural Networks Learn. Syst. 29(11): 5541-5553 (2018).
3. Qiyue Yin, Shu Wu, Liang Wang. Unified subspace learning for incomplete and unlabeled multi-view data. Pattern Recognit. 67: 313-327 (2017).
4. Qiyue Yin, Shu Wu, Ran He, Liang Wang. Multi-view clustering via pairwise sparse subspace representation. Neurocomputing 156: 12-21 (2015).
5. Qiyue Yin, Shu Wu, Liang Wang. Incomplete multi-view clustering via subspace learning. CIKM 2015: 383-392.
6. Peng Xu, Zeyu Song, Qiyue Yin, Yi-Zhe Song, Liang Wang. Deep self-supervised representation learning for free-hand sketch. IEEE Transactions on Circuits and Systems for Video Technology (2020).
7. Peng Xu, Qiyue Yin, Yongye Huang, Yi-Zhe Song, Zhanyu Ma, Liang Wang, Tao Xiang, W. Bastiaan Kleijn, Jun Guo. Cross-modal subspace learning for fine-grained sketch-based image retrieval. Neurocomputing 278: 75-86 (2018)
8. Peng Xu, Qiyue Yin, Yonggang Qi, Yi-Zhe Song, Zhanyu Ma, Liang Wang, Jun Guo. Instance-level coupled subspace learning for fine-grained sketch-based image retrieval. ECCV Workshops (1) 2016: 19-34.
9. Ran He, Yingya Zhang, Zhenan Sun, Qiyue Yin. Robust subspace clustering with complex noise. IEEE Trans. Image Process. 24(11): 4001-4013 (2015).
10. Ran He, Man Zhang, Liang Wang, Ye Ji, Qiyue Yin. Cross-modal subspace learning via pairwise constraints. IEEE Trans. Image Process. 24(12): 5543-5556 (2015).
11. Dong Wang, Qiyue Yin, Ran He, Liang Wang, Tieniu Tan. Multi-view clustering via structured low-rank representation. CIKM 2015: 1911-1914.
12. Qiyue Yin, Shu Wu, Liang Wang. Partially tagged image clustering. ICIP 2015: 4012-4016.